AI4Kanban
AI4Kanban is a local-first project management board built specifically for AI coding agents. It starts with a rough product idea, reads the actual codebase and project memory, and automatically turns the idea into build-ready tasks with an explicit implementation order and dependency relationships. The tool coordinates work across independent coding agents in parallel, using mechanisms like git worktrees so that separate runs do not write the same files. Instead of requiring a human to supervise every step, AI4Kanban handles planning, follow-ups, and routine coordination itself. AI4Kanban only surfaces product decisions that genuinely need human judgment. When a choice is ambiguous, it presents a small set of options with a recommended default, letting the user decide before code is written. The platform also supports custom skills — such as creating UI mockups or running QA loops — to guide agents through the approach a team prefers. AI4Kanban is free and open source, available as a downloadable desktop application with a Kanban board UI and a CLI, and aims to be an AI project manager rather than just another task tracker.
- Category
- AI Agents
- Pricing
- Free
Problem solved
AI4Kanban reduces the manual overhead of supervising coding agents by autonomously turning rough ideas into detailed plans and executing those plans across the user's agents. It removes the need to constantly broker tasks, track status, and remind agents what to do next. Humans are only asked to make product decisions and approve final delivery, which lowers context switching and helps teams ship software without babysitting their AI agents.
Use cases
- Convert a rough feature idea into a detailed, build-ready task board with an implementation order
- Run multiple independent coding agent tasks concurrently without file conflicts
- Let AI agents refine a specification and surface only product trade-offs for human review
- Use a UI design skill to generate interactive mockups before coding starts
- Create custom workflow skills, such as QA loops, to guide agent behavior
- Manage dependencies between coding agent tasks automatically on a Kanban board
Audience
- Developers
- Product Managers
- Startups
- Enterprise
- Hobbyists
Pros
- Free and open source
- Turns rough ideas into executable plans with minimal manual effort
- Runs independent coding agent tasks in parallel using git worktrees
- Keeps humans in the loop only for product decisions and approvals
- Extensible with custom skills and agent workflow definitions
Cons
- Requires users to have coding agents and API access configured
- Full team collaboration features are still in development (Cloud is not yet available)
- Local-first model may not suit teams that need a centralized hosted board today
- Primarily focused on software development workflows
- Ecosystem and documentation are still maturing
Official website: https://ai4kanban.dev/
Canonical LambdaBase page: https://www.lambdabase.com/tools/ai4kanban